mix_norm: Mixture Normal Distribution

In RashaAlsaadawi/FinalRasha: Mixture Normal Distribution and Weather Simulation

Description

Generate n observations from a mixture of two normal distributions: generate U from a Bernoulli(p) distribution and if U=1, then draw Y from a normal distribution with mean mu1 and standard deviation sigma1, or if U=0, draw Y from the other normal distribution with mean mu2 and standard deviation sigma2

Usage

mix_norm(p, mu1, mu2, sigma1, sigma2)

Arguments

p	numeric, probability that Y is drawn from a normal distribution N(mu1,sigma1)
mu1	numeric, mean of first normal distribution
mu2	numeric, mean of second normal distribution
sigma1	numeric, standard deviation of first normal distribution
sigma2	numeric, standard deviation of second normal distribution

Examples

mix_norm(0.5,-2,3,2,1.5)

RashaAlsaadawi/FinalRasha documentation built on Dec. 31, 2020, 4:23 p.m.